Personal profile
In Korean
김동선 교수(IT대학 컴퓨터학부)
Education
(2010) Sogang University, Seoul, Korea
(2005) Sogang University, Seoul, Korea
(2003) Sogang University, Seoul, Korea
(2005) Sogang University, Seoul, Korea
(2003) Sogang University, Seoul, Korea
Professional Experience
(2020~Present) Assistant Professor, Kyungpook National University, Daegu, South Korea
(2019~2020) Senior Software Test Engineer, Furiosa.ai, Seoul, South Korea
(2013~2018) Research Associate, University of Luxembourg, Luxembourg
(2010~2013) Post-Doctoral Fellow, The Hong Kong University of Science and Technology, Hong Kong
(2019~2020) Senior Software Test Engineer, Furiosa.ai, Seoul, South Korea
(2013~2018) Research Associate, University of Luxembourg, Luxembourg
(2010~2013) Post-Doctoral Fellow, The Hong Kong University of Science and Technology, Hong Kong
Research Interests
Program Analysis, Software Engineering, Automated Debugging, Program Repair
Major Research Achievements
* Publications: My work has been published in top-tier conferences such as 5*ICSE (with an ACM SIGSOFT Distinguished Paper Award), 1*FSE, 1*ASE (with an ACM SIGSOFT Distinguished Paper Award), and 3*ISSTA, as well as top-tier journals such as 4*TSE (with a featured article), 2*TOSEM, 1*CSUR, and 4*EMSE.
* Awards: Winner of Two ACM SIGSOFT Distinguished Paper Awards, @ICSE 2013 and @ASE 2023.
Recognition: I am ranked among the Top-20 most impactful SE researchers (consolidators) in a recent paper . In addition, I have been invited by three Dagstuhl seminars (17022, 15472, and 11062).
* Citations: Currently, my research work has been cited more than 3,200 times and the H-index is 24.
* Tools open-sourced: I co-developed PAR, LSRepair, TBar, iFixR, and AVATAR, automatic patch generation tools, which can fix program bugs by using common fix patterns. In addition, my contributions include CoCaBu and FaCoY, code search tools, which can identify syntactically and semantically similar code fragments from open-source software projects in world-wide code bases such as GitHub.
* Awards: Winner of Two ACM SIGSOFT Distinguished Paper Awards, @ICSE 2013 and @ASE 2023.
Recognition: I am ranked among the Top-20 most impactful SE researchers (consolidators) in a recent paper . In addition, I have been invited by three Dagstuhl seminars (17022, 15472, and 11062).
* Citations: Currently, my research work has been cited more than 3,200 times and the H-index is 24.
* Tools open-sourced: I co-developed PAR, LSRepair, TBar, iFixR, and AVATAR, automatic patch generation tools, which can fix program bugs by using common fix patterns. In addition, my contributions include CoCaBu and FaCoY, code search tools, which can identify syntactically and semantically similar code fragments from open-source software projects in world-wide code bases such as GitHub.
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Android Malware Detection Based on Novel Representations of Apps
Sun, T., Daoudi, N., Allix, K., Samhi, J., Kim, K., Zhou, X., Kabore, A. K., Kim, D., Lo, D., Bissyandé, T. F. & Klein, J., 2025, Advances in Information Security. Springer, p. 197-212 16 p. (Advances in Information Security; vol. 91).Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
Open Access3 Scopus citations -
Improving Fault Localization with External Oracle by Using Counterfactual Execution
Park, J., Kim, T. E., Kim, D. & Heo, K., 24 Jan 2025, In: ACM Transactions on Software Engineering and Methodology. 34, 2, 35.Research output: Contribution to journal › Article › peer-review
Open Access -
Big Code Search: A Bibliography
Kim, K., Ghatpande, S., Kim, D., Zhou, X., Liu, K., Bissyandé, T. F., Klein, J. & Le Traon, Y., 31 Jan 2024, In: ACM Computing Surveys. 56, 1, 3604905.Research output: Contribution to journal › Article › peer-review
Open Access10 Scopus citations -
Gotcha! This Model Uses My Code! Evaluating Membership Leakage Risks in Code Models
Yang, Z., Zhao, Z., Wang, C., Shi, J., Kim, D., Han, D. G. & Lo, D., 2024, In: IEEE Transactions on Software Engineering. 50, 12, p. 3290-3306 17 p.Research output: Contribution to journal › Article › peer-review
Open Access11 Scopus citations -
Unveiling Memorization in Code Models
Yang, Z., Zhao, Z., Wang, C., Shi, J., Kim, D., Han, D. & Lo, D., 20 May 2024, Proceedings - 2024 ACM/IEEE 44th International Conference on Software Engineering, ICSE 2024. IEEE Computer Society, p. 867-879 13 p. 72. (Proceedings - International Conference on Software Engineering).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access30 Scopus citations